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Record W4415267426 · doi:10.25259/jaes_18_2_101

Bridging Academia and Accountancy Practice: Insights from Saudi Southern Region Academics

2025· article· en· W4415267426 on OpenAlexaff
Sami Obaid Alshahrani, Mohammed Bader Albader, Fatematuz Tamanna Ahamed, Masoud Alhaider

Bibliographic record

VenueJournal of Administrative and Economic Sciences · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicIslamic Finance and Banking Studies
Canadian institutionsNiagara College
Fundersnot available
KeywordsBridging (networking)CurriculumProfessional developmentSocial accountingProfessional associationBody of knowledgeManagement accounting

Abstract

fetched live from OpenAlex

Enhancing the relationship between academia and professional accounting bodies is critical for developing professional accountants and making them ready for real-world challenges. Not only that, it will also reflect positively on the advancement of the accounting profession. This study explores the interrelationship and the extent of collaboration between accounting education and the professional accounting body in the Kingdom of Saudi Arabia, particularly focusing on the Southern region of the kingdom and aiming to provide recommendations that will contribute to the development of the accounting profession. To achieve this objective, a quantitative design was employed, using a questionnaire and covering accounting academics. The data analysis was performed using the Statistical Package for the Social Sciences (SPSS). The findings indicated that of all participants believe in the importance of collaboration between academic institutions and the professional accounting body in Saudi. In addition, the findings reveal that almost of the participants believe there is a significant gap between academic curricula and the needs of professional practice. This gap is attributed to factors such as outdated accounting curricula, limited integration of practical skills, and insufficient collaboration with the Saudi Organization for Chartered and Professional Accountants (SOCPA). The study recommends enhancing academic curricula, increasing practical training opportunities, and fostering collaboration between universities and SOCPA to better align academic programs with professional requirements.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.044
Threshold uncertainty score0.088

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0090.004
Scholarly communication0.0070.003
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.047
GPT teacher head0.309
Teacher spread0.261 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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